Jiahua Jiang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Sampling Methods

Tomographic Reconstruction

Bayesian Inference

Inverse Problems

Top Venues

J. Sci. Comput.

SIAM J. Sci. Comput.

SIAM/ASA J. Uncertain. Quantification

Publications

Shengyu Gao, Jianru Zhang, Yexing Hu, Yanan Wu, Linlin Li, Qian Hu, Xin Lou, Xingjun Zhu, Jiahua Jiang, Wuwei Ren
Multifunctional Optical Tomography System With High-Fidelity Surface Extraction Based on a Single Programmable Scanner and Unified Pinhole Modeling. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Julianne Chung, Jiahua Jiang, Scot M. Miller, Arvind K. Saibaba
Hybrid Projection Methods for Solution Decomposition in Large-Scale Bayesian Inverse Problems. SIAM J. Sci. Comput. 46 (2) (2024)
Wuwei Ren, Siyuan Shen, Linlin Li, Shengyu Gao, Yuehan Wang, Liangtao Gu, Shiying Li, Xingjun Zhu, Jiahua Jiang, Jingyi Yu
High-resolution tomographic reconstruction of optical absorbance through scattering media using neural fields. CoRR (2023)
Ruchi Guo, Jiahua Jiang, Yi Li
Learn an Index Operator by CNN for Solving Diffusive Optical Tomography: A Deep Direct Sampling Method. J. Sci. Comput. 95 (1) (2023)
Malena Sabate Landman, Jiahua Jiang, Jianru Zhang, Wuwei Ren
Augmented Flexible Krylov Subspace methods with applications to Bayesian inverse problems. CoRR (2023)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. J. Sci. Comput. 91 (1) (2022)
Jie Lin, Chaoshu Jiang, Jiahua Jiang, Jiawen Kang
Conjugate gradient persymmetric adaptive matched filter. Digit. Signal Process. 123 (2022)
Jiahua Jiang, Fatoumata Sanogo, Carmeliza Navasca
Low-CP-Rank Tensor Completion via Practical Regularization. J. Sci. Comput. 91 (1) (2022)
Julianne Chung, Jiahua Jiang, Scot M. Miller, Arvind K. Saibaba
Hybrid Projection Methods for Solution Decomposition in Large-scale Bayesian Inverse Problems. CoRR (2022)
Jiahua Jiang, Fatoumata Sanogo, Carmeliza Navasca
Low-CP-rank Tensor Completion via Practical Regularization. CoRR (2021)
Jiahua Jiang, Yi Li, Ruchi Guo
A Deep Direct Sampling Method for Solving Diffusive Optical Tomography. CoRR (2021)
Ruchi Guo, Jiahua Jiang
Construct Deep Neural Networks based on Direct Sampling Methods for Solving Electrical Impedance Tomography. SIAM J. Sci. Comput. 43 (3) (2021)
Elizabeth Qian, Jemima M. Tabeart, Christopher Beattie, Serkan Gugercin, Jiahua Jiang, Peter R. Kramer, Akil Narayan
Model Reduction of Linear Dynamical Systems via Balancing for Bayesian Inference. CoRR (2021)
Jiahua Jiang, Julianne Chung, Eric de Sturler
Hybrid Projection Methods with Recycling for Inverse Problems. SIAM J. Sci. Comput. 43 (5) (2021)
Taewon Cho, Julianne Chung, Jiahua Jiang
Hybrid Projection Methods for Large-scale Inverse Problems with Mixed Gaussian Priors. CoRR (2020)
Ruchi Guo, Jiahua Jiang
Construct Deep Neural Networks Based on Direct Sampling Methods for Solving Electrical Impedance Tomography. CoRR (2020)
Julianne Chung, Eric de Sturler, Jiahua Jiang
Hybrid Projection Methods with Recycling for Inverse Problems. CoRR (2020)
Jiahua Jiang, Yanlai Chen
Multi-level adaptive greedy algorithms for the reduced basis method. CoRR (2019)
Yanlai Chen, Jiahua Jiang, Akil Narayan
A robust error estimator and a residual-free error indicator for reduced basis methods. Comput. Math. Appl. 77 (7) (2019)
Jiahua Jiang, Yanlai Chen, Akil Narayan
Offline-Enhanced Reduced Basis Method Through Adaptive Construction of the Surrogate Training Set. J. Sci. Comput. 73 (2-3) (2017)
Jiahua Jiang, Yanlai Chen, Akil Narayan
A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial Chaos Algorithm. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)